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                    MLSQL Stack
            
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                    MLSQL Stack 2.0.0 Bug 合集
            
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                    MLSQL Engine 安装与配置
            
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                    K8s部署
            
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                    Yarn部署
            
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                    Analysis Workshop使用
            
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                    Admin管理后台之Engine配置
            
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                    简单使用示例
            
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                    可视化
            
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                    使用窗口进行数据分析
            
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                    复杂组合条件过滤
            
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                    MySQL数据库配置
            
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                    Json字段展开
            
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                    用MLSQL为Analysis Workshop开发插件
            
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                    MLSQL语言控制台使用
            
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                    简单使用示例
            
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                    MLSQL语法手册
            
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                    Set语法
            
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                    Load语法
            
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                    Select语法
            
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                    Train/Run/Predict语法
            
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                    Register语法
            
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                    Save语法
            
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                    宏语法
            
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                    Include语法
            
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                    分支语句
            
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                    MLSQL语法解析接口
            
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                    MLSQL批处理编程
            
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                    MLSQL数仓/数据湖使用
            
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                    Hive加载和存储
            
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                    Delta加载和存储以及流式支持
            
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                    MySQL Binlog同步
            
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                    加载和存储多种数据源
            
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                    JDBC
            
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                    ElasticSearch
            
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                    Solr
            
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                    HBase
            
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                    MongoDB
            
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                <a href="../datasource/file.html">
            
                    
                    Parquet/Json/Text/Xml/Csv
            
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        <li class="chapter " data-level="5.2.2.7" data-path="../datasource/mlsql_source.html">
            
                <a href="../datasource/mlsql_source.html">
            
                    
                    jsonStr/script/mlsqlAPI/mlsqlConf
            
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        <li class="chapter " data-level="5.2.3" data-path="../system_udf/">
            
                <a href="../system_udf/">
            
                    
                    内置常见UDF
            
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                    http请求
            
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                    常见函数
            
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        <li class="chapter " data-level="5.2.4" data-path="../process/">
            
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                    一些有用的内置ET
            
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        <li class="chapter " data-level="5.2.4.1" data-path="../process/estimator_transformer/TreeBuildExt.html">
            
                <a href="../process/estimator_transformer/TreeBuildExt.html">
            
                    
                    计算复杂的父子关系
            
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        <li class="chapter " data-level="5.2.4.2" data-path="../process/estimator_transformer/RepartitionExt.html">
            
                <a href="../process/estimator_transformer/RepartitionExt.html">
            
                    
                    改变表的分区数
            
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        <li class="chapter " data-level="5.2.4.3" data-path="../process/estimator_transformer/SendMessage.html">
            
                <a href="../process/estimator_transformer/SendMessage.html">
            
                    
                    如何发送邮件
            
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        <li class="chapter " data-level="5.2.4.4" data-path="../process/estimator_transformer/mlsql-watcher.html">
            
                <a href="../process/estimator_transformer/mlsql-watcher.html">
            
                    
                    数据采集组件mlsql-watcher使用
            
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            </ul>
            
        </li>
    

            </ul>
            
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        <li class="chapter " data-level="5.3" data-path="../stream/">
            
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                    MLSQL流编程
            
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        <li class="chapter " data-level="5.3.1" data-path="../stream/datasource.html">
            
                <a href="../stream/datasource.html">
            
                    
                    Kafka和MockStream
            
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        <li class="chapter " data-level="5.3.2" data-path="../stream/kakfa_tool.html">
            
                <a href="../stream/kakfa_tool.html">
            
                    
                    MLSQL Kafka小工具集锦
            
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        <li class="chapter " data-level="5.3.3" data-path="../stream/data_convert.html">
            
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                    自动将Kafka中的JSON数据展开为表
            
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        <li class="chapter " data-level="5.3.4" data-path="../stream/query_kafka.html">
            
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                    如何高效的AdHoc查询Kafka
            
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                    如何设置流式计算回调
            
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        <li class="chapter " data-level="5.3.6" data-path="../stream/batch.html">
            
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                    如何对流的结果以批的形式保存
            
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        <li class="chapter " data-level="5.3.7" data-path="../stream/window_wartermark.html">
            
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                    window/watermark的使用
            
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        <li class="chapter " data-level="5.3.8" data-path="../stream/stream_mysql_update.html">
            
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                    如何使用MLSQL流式更新MySQL数据
            
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        <li class="chapter " data-level="5.3.9" data-path="../stream/web_console.html">
            
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                    流结果输出到WebConsole
            
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        <li class="chapter " data-level="5.4" data-path="../ml/">
            
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                    MLSQL机器学习编程
            
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        <li class="chapter " data-level="5.4.1" data-path="../feature/">
            
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                    特征工程
            
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        <li class="chapter " data-level="5.4.1.1" data-path="../feature/nlp.html">
            
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                    文本向量化
            
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        <li class="chapter " data-level="5.4.1.1.1" data-path="../feature/tfidf.html">
            
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                    TFIDF
            
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        <li class="chapter " data-level="5.4.1.1.2" data-path="../feature/word2vec.html">
            
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                    Word2Vec
            
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        <li class="chapter " data-level="5.4.1.2" data-path="../feature/scale.html">
            
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                    特征平滑
            
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        <li class="chapter " data-level="5.4.1.3" data-path="../feature/normalize.html">
            
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                    归一化
            
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        <li class="chapter " data-level="5.4.1.4" data-path="../feature/confusion_matrix.html">
            
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                    混淆矩阵
            
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        <li class="chapter " data-level="5.4.1.5" data-path="../feature/some_extract.html">
            
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                    QQ/电话/邮件抽取
            
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